{"id":"W3038179065","doi":"10.1109/re48521.2020.00021","title":"The Lack of Shared Understanding of Non-Functional Requirements in Continuous Software Engineering: Accidental or Essential?","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rework; Computer science; Agile software development; Risk analysis (engineering); Process management; Knowledge management; Business; Software engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004439274,0.0002308673,0.0003815931,0.0001523603,0.00004053182,0.0001550596,0.001229082,0.0001634391,0.00003758501],"category_scores_gemma":[0.0006565047,0.0001747701,0.0001295627,0.0003402249,0.00003464241,0.000310819,0.00154197,0.0004274977,0.000002055003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145811,"about_ca_system_score_gemma":0.0001815152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261937,"about_ca_topic_score_gemma":0.0000239712,"domain_scores_codex":[0.9983025,0.00003257506,0.0005922639,0.0003993699,0.0004514539,0.0002218796],"domain_scores_gemma":[0.9981359,0.0007874568,0.0003837795,0.0005713398,0.00006422603,0.00005725654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003441768,0.002487491,0.1685727,0.01468344,0.006237436,0.001193669,0.01740678,0.2169167,0.02905471,0.3917716,0.1201583,0.02807538],"study_design_scores_gemma":[0.004230386,0.001282091,0.07673969,0.005162554,0.0002569886,0.0001066808,0.0009732802,0.8150285,0.04826409,0.03853721,0.005945792,0.003472706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003199129,0.00009911022,0.9946666,0.0003681039,0.0009197405,0.0003486278,0.00001110258,0.0002940311,0.00009357538],"genre_scores_gemma":[0.8022515,0.0001034825,0.1973725,0.00003398731,0.00006411647,0.00004098112,0.00001750361,0.00002508657,0.00009089874],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7990524,"threshold_uncertainty_score":0.7126919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061472166089901,"score_gpt":0.3227024773942659,"score_spread":0.2165552607852759,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}